Abstract
The design and analysis of computer experiments as a relatively young research field is not only of high importance for many industrial areas but also presents new challenges and open questions for statisticians. This editorial introduces a special issue devoted to the topic. The included papers present an interesting mixture of recent developments in the field as they cover fundamental research on the design of experiments, models and analysis methods as well as more applied research connected to real-life applications.
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References
Fang, K.T., Li, R., Sudjianto, A.: Design and Modeling for Computer Experiments. Chapman & Hall/CRC, Boca Raton (2006)
Jourdan, A., Franco, J.: Optimal Latin hypercube designs for the Kullback–Leibler criterion. Adv. Stat. Anal. 94(4), 341–351 (2010)
Levy, S., Steinberg, D.M.: Computer experiments: A review. Adv. Stat. Anal. 94(4), 311–324 (2010)
Lefebvre, S., Roblin, A., Varet, S., Durand, G.: Metamodeling of aircraft infrared signature dispersion. Adv. Stat. Anal. 94(4), 405–422 (2010)
Petelet, M., Iooss, B., Asserin, O., Loredo, A.: Latin hypercupe sampling with inequality constraints. Adv. Stat. Anal. 94(4), 325–339 (2010)
Pistone, G., Vicario, G.: Comparing and generating Latin hypercube designs in Kriging models. Adv. Stat. Anal. 94(4), 353–366 (2010)
Ratto, M., Pagano, A.: Using recursive algorithms for the efficient identification of smoothing spline ANOVA models. Adv. Stat. Anal. 94(4), 367–388 (2010)
Santner, T.J., Williams, B.J., Notz, W.I.: The Design and Analysis of Computer Experiments. Springer, New York (2003)
Wagner, T., Bröcker, C., Saba, N., Biermann, D., Matzenmiller, A., Steinhoff, K.: Analysis of a thermomechanically coupled forming process using enhanced design and analysis of computer experiments. Adv. Stat. Anal. 94(4), 389–404 (2010)
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Kuhnt, S., Steinberg, D.M. Design and analysis of computer experiments. AStA Adv Stat Anal 94, 307–309 (2010). https://doi.org/10.1007/s10182-010-0143-0
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DOI: https://doi.org/10.1007/s10182-010-0143-0